

import argparse
import os
import re

import packaging.version


_lowerCAmelCase   :     List[str]    							=     "examples/"
_lowerCAmelCase   :     List[Any]    							=     {
    "examples": (re.compile(r"^check_min_version\(\"[^\"]+\"\)\s*$", re.MULTILINE), "check_min_version(\"VERSION\")\n"),
    "init": (re.compile(r"^__version__\s+=\s+\"([^\"]+)\"\s*$", re.MULTILINE), "__version__ = \"VERSION\"\n"),
    "setup": (re.compile(r"^(\s*)version\s*=\s*\"[^\"]+\",", re.MULTILINE), r"\1version=\"VERSION\","),
    "doc": (re.compile(r"^(\s*)release\s*=\s*\"[^\"]+\"$", re.MULTILINE), "release = \"VERSION\"\n"),
}
_lowerCAmelCase   :     List[str]    							=     {
    "init": "src/diffusers/__init__.py",
    "setup": "setup.py",
}
_lowerCAmelCase   :     str    							=     "README.md"






def 			UpperCamelCase_(				_snake_case  :    List[Any]			,	_snake_case  :    Union[str, Any]			,	_snake_case  :    Optional[Any]      ):




			"""simple docstring"""






			with open(_A			,	'r'			,	encoding='utf-8'			,	newline='\n'      ) as f:
						__a     =f.read()
			__a ,       __a     =REPLACE_PATTERNS[pattern]
			__a     =replace.replace('VERSION'			,	_A      )
			__a     =re_pattern.sub(_A			,	_A      )
			with open(_A			,	'w'			,	encoding='utf-8'			,	newline='\n'      ) as f:
						f.write(_A      )






def 			UpperCamelCase_(				_snake_case  :    int      ):




			"""simple docstring"""






			for folder, directories, fnames in os.walk(_A      ):
						# Removing some of the folders with non-actively maintained examples from the walk
						if "research_projects" in directories:
									directories.remove('research_projects'      )
						if "legacy" in directories:
									directories.remove('legacy'      )
						for fname in fnames:
									if fname.endswith('.py'      ):
												update_version_in_file(os.path.join(_A			,	_A      )			,	_A			,	pattern='examples'      )






def 			UpperCamelCase_(				_snake_case  :    str			,	_snake_case  :    Optional[Any]=False      ):




			"""simple docstring"""






			for pattern, fname in REPLACE_FILES.items():
						update_version_in_file(_A			,	_A			,	_A      )
			if not patch:
						update_version_in_examples(_A      )






def 			UpperCamelCase_(				):




			"""simple docstring"""






			__a     ='🤗 Transformers currently provides the following architectures'
			__a     ='1. Want to contribute a new model?'
			with open(_A			,	'r'			,	encoding='utf-8'			,	newline='\n'      ) as f:
						__a     =f.readlines()

			# Find the start of the list.
			__a     =0
			while not lines[start_index].startswith(_start_prompt      ):
						start_index += 1
			start_index += 1

			__a     =start_index
			# Update the lines in the model list.
			while not lines[index].startswith(_end_prompt      ):
						if lines[index].startswith('1.'      ):
									__a     =lines[index].replace(
									    'https://huggingface.co/docs/diffusers/main/model_doc'			,	'https://huggingface.co/docs/diffusers/model_doc'			,	)
						index += 1

			with open(_A			,	'w'			,	encoding='utf-8'			,	newline='\n'      ) as f:
						f.writelines(_A      )






def 			UpperCamelCase_(				):




			"""simple docstring"""






			with open(REPLACE_FILES['init']			,	'r'      ) as f:
						__a     =f.read()
			__a     =REPLACE_PATTERNS['init'][0].search(_A      ).groups()[0]
			return packaging.version.parse(_A      )






def 			UpperCamelCase_(				_snake_case  :    Optional[Any]=False      ):




			"""simple docstring"""






			__a     =get_version()
			if patch and default_version.is_devrelease:
						raise ValueError('Can\'t create a patch version from the dev branch, checkout a released version!'      )
			if default_version.is_devrelease:
						__a     =default_version.base_version
			elif patch:
						__a     =F'{default_version.major}.{default_version.minor}.{default_version.micro + 1}'
			else:
						__a     =F'{default_version.major}.{default_version.minor + 1}.0'

			# Now let's ask nicely if that's the right one.
			__a     =input(F'Which version are you releasing? [{default_version}]'      )
			if len(_A      ) == 0:
						__a     =default_version

			print(F'Updating version to {version}.'      )
			global_version_update(_A			,	patch=_A      )






def 			UpperCamelCase_(				):




			"""simple docstring"""






			__a     =get_version()
			__a     =F'{current_version.major}.{current_version.minor + 1}.0.dev0'
			__a     =current_version.base_version

			# Check with the user we got that right.
			__a     =input(F'Which version are we developing now? [{dev_version}]'      )
			if len(_A      ) == 0:
						__a     =dev_version

			print(F'Updating version to {version}.'      )
			global_version_update(_A      )


#    print("Cleaning main README, don't forget to run `make fix-copies`.")
#    clean_main_ref_in_model_list()


if __name__ == "__main__":
						_lowerCAmelCase   :     Dict    							=     argparse.ArgumentParser()
						parser.add_argument("--post_release", action="store_true", help="Whether this is pre or post release.")
						parser.add_argument("--patch", action="store_true", help="Whether or not this is a patch release.")
						_lowerCAmelCase   :     Union[str, Any]    							=     parser.parse_args()
						if not args.post_release:
												pre_release_work(patch=args.patch)
						elif args.patch:
												print("Nothing to do after a patch :-)")
						else:
												post_release_work()










def 							UpperCamelCase_(					_A :list[list]	)->		list[list]:
			UpperCamelCase__       =							current_set.copy()
			for row_index, row in enumerate(_A	):
						UpperCamelCase__       =							row[0]
						for column_index, column in enumerate(_A	):
									if magnitude == 0:
												UpperCamelCase__       =							column
												continue
									UpperCamelCase__       =							column / magnitude
    # Subtract to cancel term
			UpperCamelCase__       =							current_set[0]
			UpperCamelCase__       =							[first_row]
			UpperCamelCase__       =							current_set[1::]
			for row in current_set:
						UpperCamelCase__       =							[]
						# If first term is 0, it is already in form we want, so we preserve it
						if row[0] == 0:
									final_set.append(_A	)
									continue
						for column_index in range(len(_A	)	):
									temp_row.append(first_row[column_index] - row[column_index]	)
						final_set.append(_A	)
			# Create next recursion iteration set
			if len(final_set[0]	) != 3:
						UpperCamelCase__       =							final_set[0]
						UpperCamelCase__       =							[]
						UpperCamelCase__       =							[]
						for row in final_set[1::]:
									current_first_column.append(row[0]	)
									next_iteration.append(row[1::]	)
						UpperCamelCase__       =							simplify(_A	)
						for i in range(len(_A	)	):
									resultant[i].insert(0					,  current_first_column[i]	)
						resultant.insert(0					,  _A	)
						UpperCamelCase__       =							resultant
			return final_set
def 							UpperCamelCase_(					_A :list[list]	)->		list:
			if len(_A	) == 0:
						raise IndexError("solve_simultaneous() requires n lists of length n+1"	)
			UpperCamelCase__       =							len(_A	) + 1
			if any(len(_A	) != _length for item in equations	):
						raise IndexError("solve_simultaneous() requires n lists of length n+1"	)
			for row in equations:
						if any(not isinstance(_A					,  (int, float)	) for column in row	):
									raise ValueError("solve_simultaneous() requires lists of integers"	)
			if len(_A	) == 1:
						return [equations[0][-1] / equations[0][0]]
			UpperCamelCase__       =							equations.copy()
			if any(0 in row for row in data_set	):
						UpperCamelCase__       =							data_set.copy()
						UpperCamelCase__       =							[]
						for row_index, row in enumerate(_A	):
									if 0 not in row:
												UpperCamelCase__       =							data_set.pop(_A	)
												break
						if not full_row:
									raise ValueError("solve_simultaneous() requires at least 1 full equation"	)
						data_set.insert(0					,  _A	)
			UpperCamelCase__       =							data_set.copy()
			UpperCamelCase__       =							simplify(_A	)
			UpperCamelCase__       =							simplified[::-1]
			UpperCamelCase__       =							[]
			for row in simplified:
						UpperCamelCase__       =							row[-1]
						if not solutions:
									if row[-2] == 0:
												solutions.append(0	)
												continue
									solutions.append(current_solution / row[-2]	)
									continue
						UpperCamelCase__       =							row.copy()[: len(_A	) - 1 :]
						while temp_row[0] == 0:
									temp_row.pop(0	)
						if len(_A	) == 0:
									solutions.append(0	)
									continue
						UpperCamelCase__       =							temp_row[1::]
						UpperCamelCase__       =							temp_row[::-1]
						for column_index, column in enumerate(_A	):
									current_solution -= column * solutions[column_index]
						solutions.append(_A	)
			UpperCamelCase__       =							[]
			for item in solutions:
						final.append(float(round(_A					,  5	)	)	)
			return final[::-1]


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						__UpperCamelCase     		=							[
						    [2, 1, 1, 1, 1, 4],
						    [1, 2, 1, 1, 1, 5],
						    [1, 1, 2, 1, 1, 6],
						    [1, 1, 1, 2, 1, 7],
						    [1, 1, 1, 1, 2, 8],
						]
						print(solve_simultaneous(eq))
						print(solve_simultaneous([[4, 2]]))


